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Experimenting in the cloud: The digital divide's impact on innovation

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Listed:
  • Han, Luyi
  • Wojan, Timothy R.
  • Goetz, Stephan J.

Abstract

This paper builds on a recent National Science Foundation working paper that identified a strong association between cloud use and various types of innovation but did not consider whether 1) cloud adoption is a reliable indicator of the innovation orientation of a firm, or 2) cloud adoption enables various types of innovation. We estimate propensity score matching and endogenous treatment effect models to control for innovation orientation, producing evidence to test the second explanation. Findings support an enabling effect of the cloud on innovation providing concrete evidence of the adverse impact of the digital divide.

Suggested Citation

  • Han, Luyi & Wojan, Timothy R. & Goetz, Stephan J., 2023. "Experimenting in the cloud: The digital divide's impact on innovation," Telecommunications Policy, Elsevier, vol. 47(7).
    • Handle: RePEc:eee:telpol:v:47:y:2023:i:7:s0308596123000897
    DOI: 10.1016/j.telpol.2023.102578
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    References listed on IDEAS

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    1. Ewens, Michael & Nanda, Ramana & Rhodes-Kropf, Matthew, 2018. "Cost of experimentation and the evolution of venture capital," Journal of Financial Economics, Elsevier, vol. 128(3), pages 422-442.
    2. Prieger, James E., 2013. "The broadband digital divide and the economic benefits of mobile broadband for rural areas," Telecommunications Policy, Elsevier, vol. 37(6), pages 483-502.
    3. Roberto Gallardo & Brian Whitacre & Indraneel Kumar & Sreedhar Upendram, 2021. "Broadband metrics and job productivity: a look at county-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(1), pages 161-184, February.
    4. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    5. Vella, Francis & Verbeek, Marno, 1999. "Estimating and Interpreting Models with Endogenous Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(4), pages 473-478, October.
    6. Parker, Edwin B., 2000. "Closing the digital divide in rural America," Telecommunications Policy, Elsevier, vol. 24(4), pages 281-290, May.
    7. Ivan T. Kandilov & Mitch Renkow, 2010. "Infrastructure Investment and Rural Economic Development: An Evaluation of USDA's Broadband Loan Program," Growth and Change, Wiley Blackwell, vol. 41(2), pages 165-191, June.
    8. Antonelli, Cristiano, 2017. "Digital knowledge generation and the appropriability trade-off," Telecommunications Policy, Elsevier, vol. 41(10), pages 991-1002.
    9. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    10. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    11. Lobo, Bento J. & Alam, Md Rafayet & Whitacre, Brian E., 2020. "Broadband speed and unemployment rates: Data and measurement issues," Telecommunications Policy, Elsevier, vol. 44(1).
    12. Markum Reed & Alison Watts, 2018. "Product quality and competition: evidence from the broadband industry," Applied Economics, Taylor & Francis Journals, vol. 50(24), pages 2719-2732, May.
    13. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    14. Karippacheril, Tina George & Nikayin, Fatemeh & de Reuver, Mark & Bouwman, Harry, 2013. "Serving the poor: Multisided mobile service platforms, openness, competition, collaboration and the struggle for leadership," Telecommunications Policy, Elsevier, vol. 37(1), pages 24-34.
    15. Hal R. Varian, 2010. "Computer Mediated Transactions," American Economic Review, American Economic Association, vol. 100(2), pages 1-10, May.
    16. Gabor Molnar & Scott J. Savage & Douglas C. Sicker, 2019. "High-speed Internet access and housing values," Applied Economics, Taylor & Francis Journals, vol. 51(55), pages 5923-5936, November.
    17. Manlove, Jacob & Whitacre, Brian, 2019. "An evaluation of the Connected Nation broadband adoption program," Telecommunications Policy, Elsevier, vol. 43(7), pages 1-1.
    18. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    19. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    20. Steven Deller & Brian Whitacre & Tessa Conroy, 2022. "Rural broadband speeds and business startup rates," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 999-1025, May.
    21. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    22. Steven Deller & Brian Whitacre, 2019. "Broadband's relationship to rural housing values," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 2135-2156, October.
    23. Bouwman, Harry & Nikou, Shahrokh & de Reuver, Mark, 2019. "Digitalization, business models, and SMEs: How do business model innovation practices improve performance of digitalizing SMEs?," Telecommunications Policy, Elsevier, vol. 43(9).
    24. Protogerou, Aimilia & Caloghirou, Yannis & Vonortas, Nicholas S., 2017. "Determinants of young firms’ innovative performance: Empirical evidence from Europe," Research Policy, Elsevier, vol. 46(7), pages 1312-1326.
    25. Emmanouil Tranos & Elizabeth A. Mack, 2016. "Broadband Provision and Knowledge-Intensive Firms: A Causal Relationship?," Regional Studies, Taylor & Francis Journals, vol. 50(7), pages 1113-1126, July.
    26. Strube Martins, Sonia & Wernick, Christian, 2021. "Regional differences in residential demand for very high bandwidth broadband internet in 2025," Telecommunications Policy, Elsevier, vol. 45(1).
    27. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
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